Evidence map›Paper›PMID 42594403›Full record

Trial reportJMIR medical education2026

Augmented Reality-Based Training for a Rapid Blood Transfusion Device Among Emergency Nurses: Randomized Controlled Trial.

Wooyoung Jang, Wooree Chai, Yeji Kim, Youjung Moon, Suyoung Yoo, Sun Gyoung Na, Soyeon Shin, Meong Hi Son

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Wooyoung JangDepartment of Nursing, Samsung Medical Center, Seoul, Seoul, Republic of Korea.ORCID 0009-0006-3101-5661
Wooree ChaiDepartment of Nursing, Samsung Medical Center, Seoul, Seoul, Republic of Korea.ORCID 0009-0007-6547-0141
Yeji KimDepartment of Nursing, Samsung Medical Center, Seoul, Seoul, Republic of Korea.ORCID 0009-0008-2232-5769
Youjung MoonDepartment of Nursing, Samsung Medical Center, Seoul, Seoul, Republic of Korea.ORCID 0009-0007-4134-6808
Suyoung YooResearch Institute for Future Medicine, Samsung Medical Center, Seoul, Seoul, Republic of Korea.ORCID 0000-0002-1617-6719
Sun Gyoung NaDepartment of Nursing, Samsung Medical Center, Seoul, Seoul, Republic of Korea.ORCID 0009-0006-8322-0368
Soyeon ShinDepartment of Nursing, Samsung Medical Center, Seoul, Seoul, Republic of Korea.ORCID 0009-0006-3467-0354
Meong Hi SonDepartment of Emergency Medicine, Samsung Medical Center, 81, Irwon-ro, Gangnam-gu, Seoul, Seoul, 06351, Republic of Korea, 82 3410-2053.ORCID 0000-0002-3505-5576

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Emergency nurses must be proficient in operating the Level-1 rapid infusion system to manage hypovolemic shock effectively. However, training opportunities for this infrequently used but life-critical device remain scarce, owing to resource constraints and limited access to equipment. Augmented reality (AR) has emerged as a promising educational technology that provides immersive, hands-on learning experiences without compromising patient safety; yet its application to specialized medical device training in nursing has not been rigorously evaluated. Objective: This study aimed to evaluate the effects of an AR-based training program using Microsoft HoloLens 2 on emergency nurses' clinical competency, self-efficacy, and educational satisfaction in operating the Level-1 rapid infusion system, compared with traditional guideline-based self-directed learning. Methods: A posttest-only randomized controlled trial was conducted at Samsung Medical Center in Seoul, Republic of Korea. Between July 17 and July 20, 2023, 42 registered nurses with no prior Level-1 experience were enrolled and randomly assigned in a 1:1 ratio to an experimental group receiving AR-based training on a single HoloLens 2 device (n=21) or a control group performing self-directed learning from a printed manual (n=21). Clinical competency was assessed by time (learning and performance), accuracy (a manufacturer-aligned checklist scored out of 100, and an expert-validated 22-step pass or fail evaluation), and the number of assistance requests. Self-efficacy (6-item scale; Cronbach α=0.80) and educational satisfaction (4-item scale; Cronbach α=0.87) were measured by questionnaire. Because most outcomes were non-normally distributed, groups were compared using the Mann-Whitney U test, with data reported as medians and IQRs. Results: Learning time was longer in the experimental group (median 18.20, IQR 15.48-21.67 vs 8.98, IQR 5.85-11.68 min; P<.001), but device setup time was markedly shorter (3.67, IQR 2.90-4.63 vs 9.85, IQR 8.03-11.35 min; P<.001). The experimental group achieved higher median device operation competency scores (90.00, IQR 80.00-100.00 vs 70.00, IQR 50.00-75.00 of 100; P<.001), passed more of the 22 evaluation steps (20.00, IQR 20.00-22.00 vs 16.00, IQR 13.00-18.00; P<.001), and required fewer assistance requests (0.00, IQR 0.00-1.00 vs 2.00, IQR 2.00-3.00; P<.001). Self-efficacy (20.00, IQR 18.00-25.00 vs 16.50, IQR 13.00-20.00; P=.003) and educational satisfaction (18.00, IQR 16.00-18.00 vs 12.00, IQR 9.75-15.00; P<.001) were also significantly higher in the experimental group. Effect sizes for the principal competency outcomes were large (Cohen d=1.2-3.1). Conclusions: AR-based training significantly improved emergency nurses' clinical competency, self-efficacy, and educational satisfaction in operating the Level-1 rapid infusion system compared with traditional self-directed learning. Despite requiring longer initial learning time, AR training produced faster device setup, greater accuracy, and enhanced learner independence. These findings suggest that AR technology can serve as an effective and scalable training solution for infrequently used but critically important medical devices in emergency care settings.

Indexed as

Augmented RealityBlood TransfusionEmergency NursingAdultClinical CompetenceFemaleHumansMaleRepublic of KoreaSelf Efficacyaugmented realityclinical competencyeducational satisfactionmedical device trainingnursing educationrandomized controlled trialrapid infusionself-efficacy

Identifiers

PMID42594403
PMCPMC13472624

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.